A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering

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Knowledge Triples

Source Entity	Relationship	Target Entity
Discrete Reasoning Tasks Task	uses	DROP Material
Weakly Supervised Question Answering Task	evaluatedIn	Question Answering Datasets Material
Weakly Supervised Question Answering Task	improves	Mutual Information Metric
Weakly Supervised Question Answering Task	involves	Discrete Reasoning Tasks Task
Weakly Supervised Question Answering Task	leverages	Semantic Correlations OtherEntity